Utility Preservation on General Task Dataset
-0.06Task ΔSPrompt-only
Evaluation Results
| Method | Links | |
|---|---|---|
| Prompt-onlyEdits=prompt2026.02 | -0.06 | |
| Low-rank-onlyEdits=S only2026.02 | -0.03 | |
| Edit outside windowEdits=¬W2026.02 | -0.02 | |
| Sparse-onlyEdits=N only2026.02 | -0.02 | |
| Random feature editsEdits=rand-N2026.02 | -0.01 | |
| Neural FOXP2 (full)Edits=FOXP22026.02 | -0.01 | |
| No editEdits=–2026.02 | 0 |